Description

This analysis provides a forecast of ALGO prices using a Seasonal ARIMA model with Box-Cox transformation. The forecast includes different scenarios:

The confidence levels used are 68%, 95%, and 99.7%, which means there is a corresponding probability that the actual price will fall within the Bear and Bull case range for each confidence level.

The purpose of this model is to help investors understand potential future price movements and make informed decisions based on different market scenarios.

Bear_0.997 Bear_0.95 Bear_0.68 Base Bull_0.68 Bull_0.95 Bull_0.997
2025-04-20 0.145379 0.158994 0.173769 0.191073 0.210882 0.232972 0.259635
2025-04-27 0.126896 0.146601 0.169733 0.199259 0.236489 0.282634 0.345410
2025-05-04 0.114590 0.137713 0.166472 0.205685 0.259114 0.331541 0.441273
2025-05-11 0.105320 0.130475 0.163204 0.210277 0.278727 0.379086 0.547111
2025-05-18 0.096377 0.122184 0.156951 0.209107 0.289078 0.414380 0.643673
2025-05-25 0.086908 0.112016 0.146701 0.200376 0.286038 0.427383 0.705410
2025-06-01 0.080442 0.105299 0.140462 0.196523 0.289573 0.451305 0.794409
2025-06-08 0.075792 0.100683 0.136703 0.195824 0.297847 0.484847 0.914731
2025-06-15 0.072318 0.097433 0.134585 0.197325 0.309897 0.527816 1.073930
2025-06-22 0.066900 0.090893 0.126854 0.188636 0.302181 0.529664 1.132782
2025-06-29 0.062582 0.085722 0.120853 0.182244 0.297803 0.537544 1.211778
2025-07-06 0.059081 0.081578 0.116166 0.177639 0.296173 0.551045 1.313970
2025-07-13 0.057534 0.080416 0.116284 0.181724 0.312779 0.611299 1.603740
2025-07-20 0.056541 0.080060 0.117701 0.188357 0.335939 0.695045 2.051370
2025-07-27 0.055424 0.079421 0.118569 0.194044 0.358180 0.784559 2.628202
2025-08-03 0.054126 0.078389 0.118662 0.198214 0.377813 0.874552 3.343012
2025-08-10 0.052101 0.076035 0.116255 0.197122 0.384815 0.929312 3.958615
2025-08-17 0.049186 0.072046 0.110693 0.189073 0.373500 0.921519 4.156955
2025-08-24 0.047139 0.069423 0.107434 0.185519 0.373052 0.951007 4.698927
2025-08-31 0.045651 0.067673 0.105643 0.184873 0.380025 1.009731 5.636685
2025-09-07 0.044541 0.066510 0.104845 0.186258 0.392649 1.095396 7.136977
2025-09-14 0.042259 0.063224 0.099925 0.178237 0.378319 1.069736 7.290653
2025-09-21 0.040380 0.060572 0.096077 0.172329 0.369257 1.063955 7.735736